This repository contains R Code to conduct a simple statistical analysis that models global irrigation expansion in the 20th century as a function of biophysical and socioeconomic drivers. The methodological framework is based on stacked random forest models and aims to explore the role of the discrete global grid choice by comparing the standard longitude-latitude grid to the geodesic ISEA3H grid.
The data is based in the Global Historical Irrigation Dataset (HID).